<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
<html xmlns="http://www.w3.org/1999/xhtml">
<head>
<meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/>
<title>popot-2.01: /opt/GoogleCode/popot/trunk/popot-2.01/src/standard_pso.h Source File</title>

<link href="tabs.css" rel="stylesheet" type="text/css"/>
<link href="doxygen.css" rel="stylesheet" type="text/css" />

<link href="search/search.css" rel="stylesheet" type="text/css"/>
<script type="text/javascript" src="jquery.js"></script>
<script type="text/javascript" src="search/search.js"></script>
<script type="text/javascript">
  $(document).ready(function() { searchBox.OnSelectItem(0); });
</script>

</head>
<body>
<div id="top"><!-- do not remove this div! -->


<div id="titlearea">
<table cellspacing="0" cellpadding="0">
 <tbody>
 <tr style="height: 56px;">
  
  
  <td style="padding-left: 0.5em;">
   <div id="projectname">popot-2.01
   
   </div>
   
  </td>
  
  
  
 </tr>
 </tbody>
</table>
</div>

<!-- Generated by Doxygen 1.7.5 -->
<script type="text/javascript">
var searchBox = new SearchBox("searchBox", "search",false,'Search');
</script>
  <div id="navrow1" class="tabs">
    <ul class="tablist">
      <li><a href="index.html"><span>Main&#160;Page</span></a></li>
      <li><a href="namespaces.html"><span>Namespaces</span></a></li>
      <li><a href="annotated.html"><span>Classes</span></a></li>
      <li class="current"><a href="files.html"><span>Files</span></a></li>
      <li><a href="examples.html"><span>Examples</span></a></li>
      <li>
        <div id="MSearchBox" class="MSearchBoxInactive">
        <span class="left">
          <img id="MSearchSelect" src="search/mag_sel.png"
               onmouseover="return searchBox.OnSearchSelectShow()"
               onmouseout="return searchBox.OnSearchSelectHide()"
               alt=""/>
          <input type="text" id="MSearchField" value="Search" accesskey="S"
               onfocus="searchBox.OnSearchFieldFocus(true)" 
               onblur="searchBox.OnSearchFieldFocus(false)" 
               onkeyup="searchBox.OnSearchFieldChange(event)"/>
          </span><span class="right">
            <a id="MSearchClose" href="javascript:searchBox.CloseResultsWindow()"><img id="MSearchCloseImg" border="0" src="search/close.png" alt=""/></a>
          </span>
        </div>
      </li>
    </ul>
  </div>
  <div id="navrow2" class="tabs2">
    <ul class="tablist">
      <li><a href="files.html"><span>File&#160;List</span></a></li>
      <li><a href="globals.html"><span>File&#160;Members</span></a></li>
    </ul>
  </div>
<div class="header">
  <div class="headertitle">
<div class="title">/opt/GoogleCode/popot/trunk/popot-2.01/src/standard_pso.h</div>  </div>
</div>
<div class="contents">
<a href="standard__pso_8h.html">Go to the documentation of this file.</a><div class="fragment"><pre class="fragment"><a name="l00001"></a>00001 <span class="preprocessor">#ifndef POPOT_STANDARD_PSO</span>
<a name="l00002"></a>00002 <span class="preprocessor"></span><span class="preprocessor">#define POPOT_STANDARD_PSO</span>
<a name="l00003"></a>00003 <span class="preprocessor"></span>
<a name="l00004"></a>00004 <span class="preprocessor">#include &quot;<a class="code" href="topology_8h.html">topology.h</a>&quot;</span>
<a name="l00005"></a>00005 <span class="preprocessor">#include &quot;<a class="code" href="popot_8h.html">popot.h</a>&quot;</span>
<a name="l00006"></a>00006 
<a name="l00007"></a>00007 
<a name="l00008"></a>00008 <span class="keyword">namespace </span>popot
<a name="l00009"></a>00009 {
<a name="l00010"></a>00010   <span class="keyword">namespace </span>PSO
<a name="l00011"></a>00011   {
<a name="l00015"></a><a class="code" href="namespacepopot_1_1PSO_1_1SPSO2006.html">00015</a>     <span class="keyword">namespace </span>SPSO2006
<a name="l00016"></a>00016     {
<a name="l00017"></a>00017 <span class="comment">/*       class Particle_SPSO2006_Params */</span>
<a name="l00018"></a>00018 <span class="comment">/*       { */</span>
<a name="l00019"></a>00019 <span class="comment">/*       public: */</span>
<a name="l00020"></a>00020 <span class="comment">/*      static double w()  { return 1.0/(2.0*log(2.0));}   // Inertia parameter */</span>
<a name="l00021"></a>00021 <span class="comment">/*      static double c() { return 0.5 + log(2.0);}   // Best particle position weight */</span>
<a name="l00022"></a>00022 <span class="comment">/*       }; */</span>
<a name="l00023"></a>00023 
<a name="l00024"></a>00024 <span class="comment">/*       template &lt;typename PROBLEM&gt; */</span>
<a name="l00025"></a>00025 <span class="comment">/*      using Particle = popot::PSO::particle::SPSO2006Particle&lt; PROBLEM, Particle_SPSO2006_Params&gt;; */</span>
<a name="l00026"></a>00026 
<a name="l00027"></a>00027 <span class="comment">/*       /\* template&lt;typename PROBLEM&gt; *\/ */</span>
<a name="l00028"></a>00028 <span class="comment">/*       /\*    struct Particle *\/ */</span>
<a name="l00029"></a>00029 <span class="comment">/*       /\*    { *\/ */</span>
<a name="l00030"></a>00030 <span class="comment">/*       /\*      typedef popot::PSO::particle::SPSO2006Particle&lt; PROBLEM, Particle_SPSO2006_Params&gt; Type; *\/ */</span>
<a name="l00031"></a>00031 <span class="comment">/*       /\*    }; *\/ */</span>
<a name="l00032"></a>00032 
<a name="l00033"></a>00033 <span class="comment">/*       /\** */</span>
<a name="l00034"></a>00034 <span class="comment">/*        * The swarm size is set to 10 + [2 sqrt(S)] */</span>
<a name="l00035"></a>00035 <span class="comment">/*        *\/ */</span>
<a name="l00036"></a>00036 <span class="comment">/*       template&lt;typename PROBLEM&gt; */</span>
<a name="l00037"></a>00037 <span class="comment">/*      class SwarmSize */</span>
<a name="l00038"></a>00038 <span class="comment">/*      { */</span>
<a name="l00039"></a>00039 <span class="comment">/*      public: */</span>
<a name="l00040"></a>00040 <span class="comment">/*        static const int swarm_size; */</span>
<a name="l00041"></a>00041 <span class="comment">/*      }; */</span>
<a name="l00042"></a>00042 <span class="comment">/*       template&lt;typename PROBLEM&gt; const int SwarmSize&lt;PROBLEM&gt;::swarm_size = 10 + int(2.0 * sqrt(PROBLEM::dimension)); */</span>
<a name="l00043"></a>00043 
<a name="l00044"></a>00044 <span class="comment">/*       /\** */</span>
<a name="l00045"></a>00045 <span class="comment">/*        * Topology of SPSO2006 : Adaptive Random with K=3 */</span>
<a name="l00046"></a>00046 <span class="comment">/*        *\/ */</span>
<a name="l00047"></a>00047 <span class="comment">/*       /\* */</span>
<a name="l00048"></a>00048 <span class="comment">/*       template&lt;typename PROBLEM&gt; */</span>
<a name="l00049"></a>00049 <span class="comment">/*      struct Topology */</span>
<a name="l00050"></a>00050 <span class="comment">/*      { */</span>
<a name="l00051"></a>00051 <span class="comment">/*        static const int swarm_size = SwarmSize&lt;PROBLEM&gt;::swarm_size; */</span>
<a name="l00052"></a>00052 <span class="comment">/*        typedef popot::PSO::topology::RandomInformants&lt; 3, typename Particle&lt;PROBLEM&gt; &gt; Type; */</span>
<a name="l00053"></a>00053 <span class="comment">/*      }; */</span>
<a name="l00054"></a>00054 <span class="comment">/*       *\/ */</span>
<a name="l00055"></a>00055 
<a name="l00056"></a>00056 <span class="comment">/*       //TODO : Il faut instancier la topologie quand on connecte les unités, */</span>
<a name="l00057"></a>00057 <span class="comment">/*       // et l&#39;instancier avec la taille  */</span>
<a name="l00058"></a>00058 
<a name="l00059"></a>00059 <span class="comment">/*       template &lt;typename PROBLEM&gt; */</span>
<a name="l00060"></a>00060 <span class="comment">/*      using Topology = popot::PSO::topology::RandomInformants&lt; 3, Particle&lt;PROBLEM&gt; &gt;; */</span>
<a name="l00061"></a>00061 
<a name="l00062"></a>00062 <span class="comment">/*       class PSO_params  */</span>
<a name="l00063"></a>00063 <span class="comment">/*       { */</span>
<a name="l00064"></a>00064 <span class="comment">/*       public: */</span>
<a name="l00065"></a>00065 <span class="comment">/*      static bool random_shuffle() { return false;} */</span>
<a name="l00066"></a>00066 <span class="comment">/*      static int evaluation_mode() { return popot::PSO::algorithm::ASYNCHRONOUS_EVALUATION;} */</span>
<a name="l00067"></a>00067 <span class="comment">/*       }; */</span>
<a name="l00068"></a>00068 
<a name="l00069"></a>00069 <span class="comment">/*       template&lt;typename PROBLEM&gt; */</span>
<a name="l00070"></a>00070 <span class="comment">/*      class Stop_Criteria */</span>
<a name="l00071"></a>00071 <span class="comment">/*      { */</span>
<a name="l00072"></a>00072 <span class="comment">/*      public: */</span>
<a name="l00073"></a>00073 <span class="comment">/*        static bool stop(double fitness, int epoch) */</span>
<a name="l00074"></a>00074 <span class="comment">/*        { */</span>
<a name="l00075"></a>00075 <span class="comment">/*          return  PROBLEM::stop(fitness,epoch); */</span>
<a name="l00076"></a>00076 <span class="comment">/*        } */</span>
<a name="l00077"></a>00077 <span class="comment">/*      }; */</span>
<a name="l00078"></a>00078 <span class="comment">/*       /\* */</span>
<a name="l00079"></a>00079 <span class="comment">/*       template&lt;typename PROBLEM&gt; */</span>
<a name="l00080"></a>00080 <span class="comment">/*      struct PSO */</span>
<a name="l00081"></a>00081 <span class="comment">/*      { */</span>
<a name="l00082"></a>00082 <span class="comment">/*        typedef popot::PSO::algorithm::Base&lt;PSO_params, typename Particle&lt;PROBLEM&gt;::Type,typename Topology&lt;PROBLEM&gt;::Type, Stop_Criteria&lt;PROBLEM&gt; &gt; Type; */</span>
<a name="l00083"></a>00083 <span class="comment">/*      }; */</span>
<a name="l00084"></a>00084 <span class="comment">/* *\/ */</span>
<a name="l00085"></a>00085 <span class="comment">/*       template &lt;typename PROBLEM&gt; */</span>
<a name="l00086"></a>00086 <span class="comment">/*      using PSO = popot::PSO::algorithm::Base&lt;PSO_params, Particle&lt;PROBLEM&gt;, Topology&lt;PROBLEM&gt;, Stop_Criteria&lt;PROBLEM&gt; &gt;; */</span>
<a name="l00087"></a>00087 
<a name="l00088"></a>00088 
<a name="l00089"></a>00089     }
<a name="l00090"></a>00090 
<a name="l00091"></a>00091 
<a name="l00092"></a>00092 <span class="comment">/*     namespace StochasticSPSO2006 */</span>
<a name="l00093"></a>00093 <span class="comment">/*     { */</span>
<a name="l00094"></a>00094 <span class="comment">/*       class Particle_SPSO2006_Params */</span>
<a name="l00095"></a>00095 <span class="comment">/*       { */</span>
<a name="l00096"></a>00096 <span class="comment">/*       public: */</span>
<a name="l00097"></a>00097 <span class="comment">/*      static double w()  { return 1.0/(2.0*log(2.0));}   // Inertia parameter */</span>
<a name="l00098"></a>00098 <span class="comment">/*      static double c() { return 0.5 + log(2.0);}   // Best particle position weight */</span>
<a name="l00099"></a>00099 <span class="comment">/*       }; */</span>
<a name="l00100"></a>00100 
<a name="l00101"></a>00101 <span class="comment">/*       template&lt;typename PROBLEM&gt; */</span>
<a name="l00102"></a>00102 <span class="comment">/*      struct Particle */</span>
<a name="l00103"></a>00103 <span class="comment">/*      { */</span>
<a name="l00104"></a>00104 <span class="comment">/*        typedef popot::PSO::particle::StochasticSPSO2006Particle&lt; PROBLEM, Particle_SPSO2006_Params&gt; Type; */</span>
<a name="l00105"></a>00105 <span class="comment">/*      }; */</span>
<a name="l00106"></a>00106 
<a name="l00107"></a>00107 <span class="comment">/*       /\** */</span>
<a name="l00108"></a>00108 <span class="comment">/*        * The swarm size is set to 10 + [2 sqrt(S)] */</span>
<a name="l00109"></a>00109 <span class="comment">/*        *\/ */</span>
<a name="l00110"></a>00110 <span class="comment">/*       template&lt;typename PROBLEM&gt; */</span>
<a name="l00111"></a>00111 <span class="comment">/*      class SwarmSize */</span>
<a name="l00112"></a>00112 <span class="comment">/*      { */</span>
<a name="l00113"></a>00113 <span class="comment">/*      public: */</span>
<a name="l00114"></a>00114 <span class="comment">/*        static const int swarm_size; */</span>
<a name="l00115"></a>00115 <span class="comment">/*      }; */</span>
<a name="l00116"></a>00116 <span class="comment">/*       template&lt;typename PROBLEM&gt; const int SwarmSize&lt;PROBLEM&gt;::swarm_size = 10 + int(2.0 * sqrt(PROBLEM::nb_parameters)); */</span>
<a name="l00117"></a>00117 
<a name="l00118"></a>00118 <span class="comment">/*       /\** */</span>
<a name="l00119"></a>00119 <span class="comment">/*        * Topology of SPSO2006 : Adaptive Random with K=3 */</span>
<a name="l00120"></a>00120 <span class="comment">/*        *\/ */</span>
<a name="l00121"></a>00121 <span class="comment">/*       template&lt;typename PROBLEM&gt; */</span>
<a name="l00122"></a>00122 <span class="comment">/*      struct Topology */</span>
<a name="l00123"></a>00123 <span class="comment">/*      { */</span>
<a name="l00124"></a>00124 <span class="comment">/*        static const int swarm_size = SwarmSize&lt;PROBLEM&gt;::swarm_size; */</span>
<a name="l00125"></a>00125 <span class="comment">/*        typedef popot::PSO::topology::RandomInformants&lt; swarm_size , 3, typename Particle&lt;PROBLEM&gt;::Type&gt; Type; */</span>
<a name="l00126"></a>00126 <span class="comment">/*      }; */</span>
<a name="l00127"></a>00127 
<a name="l00128"></a>00128 <span class="comment">/*       class PSO_params */</span>
<a name="l00129"></a>00129 <span class="comment">/*       { */</span>
<a name="l00130"></a>00130 <span class="comment">/*       public: */</span>
<a name="l00131"></a>00131 <span class="comment">/*      static bool random_shuffle() { return false;} */</span>
<a name="l00132"></a>00132 <span class="comment">/*      static int evaluation_mode() { return popot::PSO::algorithm::ASYNCHRONOUS_EVALUATION;} */</span>
<a name="l00133"></a>00133 <span class="comment">/*       }; */</span>
<a name="l00134"></a>00134 <span class="comment">/*       template&lt;typename PROBLEM&gt; */</span>
<a name="l00135"></a>00135 <span class="comment">/*       class Stop_Criteria */</span>
<a name="l00136"></a>00136 <span class="comment">/*       { */</span>
<a name="l00137"></a>00137 <span class="comment">/*       public: */</span>
<a name="l00138"></a>00138 <span class="comment">/*      static bool stop(double fitness, int epoch) */</span>
<a name="l00139"></a>00139 <span class="comment">/*      { */</span>
<a name="l00140"></a>00140 <span class="comment">/*        return  PROBLEM::stop(fitness,epoch); */</span>
<a name="l00141"></a>00141 <span class="comment">/*      } */</span>
<a name="l00142"></a>00142 <span class="comment">/*       }; */</span>
<a name="l00143"></a>00143 
<a name="l00144"></a>00144 <span class="comment">/*       template&lt;typename PROBLEM&gt; */</span>
<a name="l00145"></a>00145 <span class="comment">/*      struct PSO */</span>
<a name="l00146"></a>00146 <span class="comment">/*      { */</span>
<a name="l00147"></a>00147 <span class="comment">/*        typedef popot::PSO::algorithm::Base&lt;PSO_params, typename Particle&lt;PROBLEM&gt;::Type,typename Topology&lt;PROBLEM&gt;::Type, Stop_Criteria&lt;PROBLEM&gt; &gt; Type; */</span>
<a name="l00148"></a>00148 <span class="comment">/*      }; */</span>
<a name="l00149"></a>00149 
<a name="l00150"></a>00150 <span class="comment">/*     } */</span>
<a name="l00151"></a>00151 
<a name="l00152"></a>00152 
<a name="l00153"></a>00153 <span class="comment">/*     /\** */</span>
<a name="l00154"></a>00154 <span class="comment">/*      * SPSO-2007 , Code based on &quot;Standard PSO Descriptions&quot;, M. Clerc */</span>
<a name="l00155"></a>00155 <span class="comment">/*      *\/ */</span>
<a name="l00156"></a>00156 <span class="comment">/*     namespace SPSO2007 */</span>
<a name="l00157"></a>00157 <span class="comment">/*     { */</span>
<a name="l00158"></a>00158 
<a name="l00159"></a>00159 <span class="comment">/*       class Particle_SPSO2007_Params */</span>
<a name="l00160"></a>00160 <span class="comment">/*       { */</span>
<a name="l00161"></a>00161 <span class="comment">/*       public: */</span>
<a name="l00162"></a>00162 <span class="comment">/*      static double w()  { return 1.0/(2.0*log(2.0));}   // Inertia parameter */</span>
<a name="l00163"></a>00163 <span class="comment">/*      static double c() { return 0.5 + log(2.0);}   // Best particle position weight */</span>
<a name="l00164"></a>00164 <span class="comment">/*       }; */</span>
<a name="l00165"></a>00165 <span class="comment">/*       template&lt;typename PROBLEM&gt; */</span>
<a name="l00166"></a>00166 <span class="comment">/*      struct Particle */</span>
<a name="l00167"></a>00167 <span class="comment">/*      { */</span>
<a name="l00168"></a>00168 <span class="comment">/*        typedef popot::PSO::particle::SPSO2007Particle&lt; PROBLEM, Particle_SPSO2007_Params&gt; Type; */</span>
<a name="l00169"></a>00169 <span class="comment">/*      }; */</span>
<a name="l00170"></a>00170 
<a name="l00171"></a>00171 
<a name="l00172"></a>00172 <span class="comment">/*       /\** */</span>
<a name="l00173"></a>00173 <span class="comment">/*        * The swarm size is set to 10 + [2 sqrt(S)] */</span>
<a name="l00174"></a>00174 <span class="comment">/*        *\/ */</span>
<a name="l00175"></a>00175 <span class="comment">/*       template&lt;typename PROBLEM&gt; */</span>
<a name="l00176"></a>00176 <span class="comment">/*      class SwarmSize */</span>
<a name="l00177"></a>00177 <span class="comment">/*      { */</span>
<a name="l00178"></a>00178 <span class="comment">/*      public: */</span>
<a name="l00179"></a>00179 <span class="comment">/*        static const int swarm_size; */</span>
<a name="l00180"></a>00180 <span class="comment">/*      }; */</span>
<a name="l00181"></a>00181 <span class="comment">/*       template&lt;typename PROBLEM&gt; const int SwarmSize&lt;PROBLEM&gt;::swarm_size = 10 + int(2.0 * sqrt(PROBLEM::nb_parameters)); */</span>
<a name="l00182"></a>00182 
<a name="l00183"></a>00183 <span class="comment">/*       /\** */</span>
<a name="l00184"></a>00184 <span class="comment">/*        * Topology of SPSO2006 : Adaptive Random with K=3 */</span>
<a name="l00185"></a>00185 <span class="comment">/*        *\/ */</span>
<a name="l00186"></a>00186 <span class="comment">/*       template&lt;typename PROBLEM&gt; */</span>
<a name="l00187"></a>00187 <span class="comment">/*      struct Topology */</span>
<a name="l00188"></a>00188 <span class="comment">/*      { */</span>
<a name="l00189"></a>00189 <span class="comment">/*        static const int swarm_size = SwarmSize&lt;PROBLEM&gt;::swarm_size; */</span>
<a name="l00190"></a>00190 <span class="comment">/*        typedef popot::PSO::topology::AdaptiveRandom&lt; swarm_size , 3, typename Particle&lt;PROBLEM&gt;::Type&gt; Type; */</span>
<a name="l00191"></a>00191 <span class="comment">/*      }; */</span>
<a name="l00192"></a>00192 
<a name="l00193"></a>00193 
<a name="l00194"></a>00194 <span class="comment">/*       class PSO_params */</span>
<a name="l00195"></a>00195 <span class="comment">/*       { */</span>
<a name="l00196"></a>00196 <span class="comment">/*       public: */</span>
<a name="l00197"></a>00197 <span class="comment">/*      static bool random_shuffle() { return false;} */</span>
<a name="l00198"></a>00198 <span class="comment">/*      static int evaluation_mode() { return popot::PSO::algorithm::ASYNCHRONOUS_EVALUATION;} */</span>
<a name="l00199"></a>00199 <span class="comment">/*       }; */</span>
<a name="l00200"></a>00200 <span class="comment">/*       template&lt;typename PROBLEM&gt; */</span>
<a name="l00201"></a>00201 <span class="comment">/*       class Stop_Criteria */</span>
<a name="l00202"></a>00202 <span class="comment">/*       { */</span>
<a name="l00203"></a>00203 <span class="comment">/*       public: */</span>
<a name="l00204"></a>00204 <span class="comment">/*      static bool stop(double fitness, int epoch) */</span>
<a name="l00205"></a>00205 <span class="comment">/*      { */</span>
<a name="l00206"></a>00206 <span class="comment">/*        return  PROBLEM::stop(fitness,epoch); */</span>
<a name="l00207"></a>00207 <span class="comment">/*      } */</span>
<a name="l00208"></a>00208 <span class="comment">/*       }; */</span>
<a name="l00209"></a>00209 
<a name="l00210"></a>00210 <span class="comment">/*       template&lt;typename PROBLEM&gt; */</span>
<a name="l00211"></a>00211 <span class="comment">/*      struct PSO */</span>
<a name="l00212"></a>00212 <span class="comment">/*      { */</span>
<a name="l00213"></a>00213 <span class="comment">/*        typedef popot::PSO::algorithm::Base&lt;PSO_params, typename Particle&lt;PROBLEM&gt;::Type,typename Topology&lt;PROBLEM&gt;::Type, Stop_Criteria&lt;PROBLEM&gt; &gt; Type; */</span>
<a name="l00214"></a>00214 <span class="comment">/*      }; */</span>
<a name="l00215"></a>00215 
<a name="l00216"></a>00216 
<a name="l00217"></a>00217 
<a name="l00218"></a>00218 <span class="comment">/*     } */</span>
<a name="l00219"></a>00219 
<a name="l00220"></a>00220 <span class="comment">/*     /\** */</span>
<a name="l00221"></a>00221 <span class="comment">/*      * SPSO-2011 , Code based on &quot;Standard PSO Descriptions&quot;, M. Clerc */</span>
<a name="l00222"></a>00222 <span class="comment">/*      *\/ */</span>
<a name="l00223"></a>00223 <span class="comment">/*     namespace SPSO2011 */</span>
<a name="l00224"></a>00224 <span class="comment">/*     { */</span>
<a name="l00225"></a>00225 <span class="comment">/*       class Particle_SPSO2011_Params */</span>
<a name="l00226"></a>00226 <span class="comment">/*       { */</span>
<a name="l00227"></a>00227 <span class="comment">/*       public: */</span>
<a name="l00228"></a>00228 <span class="comment">/*      static double w()  { return 1.0/(2.0*log(2.0));}   // Inertia parameter */</span>
<a name="l00229"></a>00229 <span class="comment">/*      static double c() { return 0.5 + log(2.0);}   // Best particle position weight */</span>
<a name="l00230"></a>00230 <span class="comment">/*       }; */</span>
<a name="l00231"></a>00231 <span class="comment">/*       template&lt;typename PROBLEM&gt; */</span>
<a name="l00232"></a>00232 <span class="comment">/*      struct Particle */</span>
<a name="l00233"></a>00233 <span class="comment">/*      { */</span>
<a name="l00234"></a>00234 <span class="comment">/*        typedef popot::PSO::particle::SPSO2011Particle&lt; PROBLEM, Particle_SPSO2011_Params&gt; Type; */</span>
<a name="l00235"></a>00235 <span class="comment">/*      }; */</span>
<a name="l00236"></a>00236 
<a name="l00237"></a>00237 <span class="comment">/*       template&lt;typename PROBLEM&gt; */</span>
<a name="l00238"></a>00238 <span class="comment">/*      struct Topology */</span>
<a name="l00239"></a>00239 <span class="comment">/*      { */</span>
<a name="l00240"></a>00240 <span class="comment">/*        static const int swarm_size = 40; */</span>
<a name="l00241"></a>00241 <span class="comment">/*        typedef popot::PSO::topology::AdaptiveRandom&lt;swarm_size , 3, typename Particle&lt;PROBLEM&gt;::Type&gt; Type; */</span>
<a name="l00242"></a>00242 <span class="comment">/*      }; */</span>
<a name="l00243"></a>00243 
<a name="l00244"></a>00244 
<a name="l00245"></a>00245 <span class="comment">/*       class PSO_params */</span>
<a name="l00246"></a>00246 <span class="comment">/*       { */</span>
<a name="l00247"></a>00247 <span class="comment">/*       public: */</span>
<a name="l00248"></a>00248 <span class="comment">/*      static bool random_shuffle() { return false;} */</span>
<a name="l00249"></a>00249 <span class="comment">/*      static int evaluation_mode() { return popot::PSO::algorithm::ASYNCHRONOUS_EVALUATION;} */</span>
<a name="l00250"></a>00250 <span class="comment">/*       }; */</span>
<a name="l00251"></a>00251 <span class="comment">/*       template&lt;typename PROBLEM&gt; */</span>
<a name="l00252"></a>00252 <span class="comment">/*       class Stop_Criteria */</span>
<a name="l00253"></a>00253 <span class="comment">/*       { */</span>
<a name="l00254"></a>00254 <span class="comment">/*       public: */</span>
<a name="l00255"></a>00255 <span class="comment">/*      static bool stop(double fitness, int epoch) */</span>
<a name="l00256"></a>00256 <span class="comment">/*      { */</span>
<a name="l00257"></a>00257 <span class="comment">/*        return  PROBLEM::stop(fitness,epoch); */</span>
<a name="l00258"></a>00258 <span class="comment">/*      } */</span>
<a name="l00259"></a>00259 <span class="comment">/*       }; */</span>
<a name="l00260"></a>00260 
<a name="l00261"></a>00261 <span class="comment">/*       template&lt;typename PROBLEM&gt; */</span>
<a name="l00262"></a>00262 <span class="comment">/*      struct PSO */</span>
<a name="l00263"></a>00263 <span class="comment">/*      { */</span>
<a name="l00264"></a>00264 <span class="comment">/*        typedef popot::PSO::algorithm::Base&lt;PSO_params, typename Particle&lt;PROBLEM&gt;::Type,typename Topology&lt;PROBLEM&gt;::Type, Stop_Criteria&lt;PROBLEM&gt; &gt; Type; */</span>
<a name="l00265"></a>00265 <span class="comment">/*      }; */</span>
<a name="l00266"></a>00266 <span class="comment">/*     } */</span>
<a name="l00267"></a>00267 
<a name="l00268"></a>00268 
<a name="l00269"></a>00269 <span class="comment">/*     /\** */</span>
<a name="l00270"></a>00270 <span class="comment">/*      * Stochastic SPSO-2011 , Code based on &quot;Standard PSO Descriptions&quot;, M. Clerc */</span>
<a name="l00271"></a>00271 <span class="comment">/*      *\/ */</span>
<a name="l00272"></a>00272 <span class="comment">/*     namespace StochasticSPSO2011 */</span>
<a name="l00273"></a>00273 <span class="comment">/*     { */</span>
<a name="l00274"></a>00274 <span class="comment">/*       class Particle_SPSO2011_Params */</span>
<a name="l00275"></a>00275 <span class="comment">/*       { */</span>
<a name="l00276"></a>00276 <span class="comment">/*       public: */</span>
<a name="l00277"></a>00277 <span class="comment">/*      static double w()  { return 1.0/(2.0*log(2.0));}   // Inertia parameter */</span>
<a name="l00278"></a>00278 <span class="comment">/*      static double c() { return 0.5 + log(2.0);}   // Best particle position weight */</span>
<a name="l00279"></a>00279 <span class="comment">/*       }; */</span>
<a name="l00280"></a>00280 <span class="comment">/*       template&lt;typename PROBLEM&gt; */</span>
<a name="l00281"></a>00281 <span class="comment">/*      struct Particle */</span>
<a name="l00282"></a>00282 <span class="comment">/*      { */</span>
<a name="l00283"></a>00283 <span class="comment">/*        typedef popot::PSO::particle::StochasticSPSO2011Particle&lt; PROBLEM, Particle_SPSO2011_Params&gt; Type; */</span>
<a name="l00284"></a>00284 <span class="comment">/*      }; */</span>
<a name="l00285"></a>00285 
<a name="l00286"></a>00286 <span class="comment">/*       template&lt;typename PROBLEM&gt; */</span>
<a name="l00287"></a>00287 <span class="comment">/*      struct Topology */</span>
<a name="l00288"></a>00288 <span class="comment">/*      { */</span>
<a name="l00289"></a>00289 <span class="comment">/*        static const int swarm_size = 40; */</span>
<a name="l00290"></a>00290 <span class="comment">/*        //typedef popot::PSO::topology::FixedRandomInformants&lt; swarm_size , 5, typename Particle&lt;PROBLEM&gt;::Type&gt; Type; */</span>
<a name="l00291"></a>00291 <span class="comment">/*        typedef popot::PSO::topology::AdaptiveRandom&lt;swarm_size , 3, typename Particle&lt;PROBLEM&gt;::Type&gt; Type; */</span>
<a name="l00292"></a>00292 <span class="comment">/*      }; */</span>
<a name="l00293"></a>00293 
<a name="l00294"></a>00294 
<a name="l00295"></a>00295 <span class="comment">/*       class PSO_params */</span>
<a name="l00296"></a>00296 <span class="comment">/*       { */</span>
<a name="l00297"></a>00297 <span class="comment">/*       public: */</span>
<a name="l00298"></a>00298 <span class="comment">/*      static bool random_shuffle() { return false;} */</span>
<a name="l00299"></a>00299 <span class="comment">/*      static int evaluation_mode() { return popot::PSO::algorithm::ASYNCHRONOUS_EVALUATION;} */</span>
<a name="l00300"></a>00300 <span class="comment">/*       }; */</span>
<a name="l00301"></a>00301 <span class="comment">/*       template&lt;typename PROBLEM&gt; */</span>
<a name="l00302"></a>00302 <span class="comment">/*       class Stop_Criteria */</span>
<a name="l00303"></a>00303 <span class="comment">/*       { */</span>
<a name="l00304"></a>00304 <span class="comment">/*       public: */</span>
<a name="l00305"></a>00305 <span class="comment">/*      static bool stop(double fitness, int epoch) */</span>
<a name="l00306"></a>00306 <span class="comment">/*      { */</span>
<a name="l00307"></a>00307 <span class="comment">/*        return  PROBLEM::stop(fitness,epoch); */</span>
<a name="l00308"></a>00308 <span class="comment">/*      } */</span>
<a name="l00309"></a>00309 <span class="comment">/*       }; */</span>
<a name="l00310"></a>00310 
<a name="l00311"></a>00311 <span class="comment">/*       template&lt;typename PROBLEM&gt; */</span>
<a name="l00312"></a>00312 <span class="comment">/*      struct PSO */</span>
<a name="l00313"></a>00313 <span class="comment">/*      { */</span>
<a name="l00314"></a>00314 <span class="comment">/*        typedef popot::PSO::algorithm::Base&lt;PSO_params, typename Particle&lt;PROBLEM&gt;::Type,typename Topology&lt;PROBLEM&gt;::Type, Stop_Criteria&lt;PROBLEM&gt; &gt; Type; */</span>
<a name="l00315"></a>00315 <span class="comment">/*      }; */</span>
<a name="l00316"></a>00316 <span class="comment">/*     } */</span>
<a name="l00317"></a>00317 
<a name="l00318"></a>00318 
<a name="l00319"></a>00319 
<a name="l00320"></a>00320   }
<a name="l00321"></a>00321 }
<a name="l00322"></a>00322 
<a name="l00323"></a>00323 
<a name="l00324"></a>00324 
<a name="l00325"></a>00325 <span class="preprocessor">#endif</span>
</pre></div></div>
</div>
<!-- window showing the filter options -->
<div id="MSearchSelectWindow"
     onmouseover="return searchBox.OnSearchSelectShow()"
     onmouseout="return searchBox.OnSearchSelectHide()"
     onkeydown="return searchBox.OnSearchSelectKey(event)">
<a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(0)"><span class="SelectionMark">&#160;</span>All</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(1)"><span class="SelectionMark">&#160;</span>Classes</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(2)"><span class="SelectionMark">&#160;</span>Namespaces</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(3)"><span class="SelectionMark">&#160;</span>Files</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(4)"><span class="SelectionMark">&#160;</span>Functions</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(5)"><span class="SelectionMark">&#160;</span>Variables</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(6)"><span class="SelectionMark">&#160;</span>Typedefs</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(7)"><span class="SelectionMark">&#160;</span>Enumerations</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(8)"><span class="SelectionMark">&#160;</span>Enumerator</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(9)"><span class="SelectionMark">&#160;</span>Friends</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(10)"><span class="SelectionMark">&#160;</span>Defines</a></div>

<!-- iframe showing the search results (closed by default) -->
<div id="MSearchResultsWindow">
<iframe src="javascript:void(0)" frameborder="0" 
        name="MSearchResults" id="MSearchResults">
</iframe>
</div>



<hr class="footer"/><address class="footer"><small>
Generated by &#160;<a href="http://www.doxygen.org/index.html">
<img class="footer" src="doxygen.png" alt="doxygen"/>
</a> 1.7.5
</small></address>

</body>
</html>
